Acquisition of Dynamic Function in Human Stem Cell-Derived β Cells
Highlights
- •Development of differentiation protocol to β-like cells with enhanced function
- •TGF-β signaling promotes acquisition of dynamic function in maturing β-like cells
- •Transplanted cells rapidly restore glucose tolerance in mice
Summary
Recent advances in human pluripotent stem cell (hPSC) differentiation protocols have generated insulin-producing cells resembling pancreatic β cells. While these stem cell-derived β (SC-β) cells are capable of undergoing glucose-stimulated insulin secretion (GSIS), insulin secretion per cell remains low compared with islets and cells lack dynamic insulin release. Herein, we report a differentiation strategy focused on modulating transforming growth factor β (TGF-β) signaling, controlling cellular cluster size, and using an enriched serum-free media to generate SC-β cells that express β cell markers and undergo GSIS with first- and second-phase dynamic insulin secretion. Transplantation of these cells into mice greatly improves glucose tolerance. These results reveal that specific time frames for inhibiting and permitting TGF-β signaling are required during SC-β cell differentiation to achieve dynamic function. The capacity of these cells to undergo GSIS with dynamic insulin release makes them a promising cell source for diabetes cellular therapy.
Graphical Abstract

Keywords
Introduction
Diabetes mellitus is a global health problem affecting over 400 million people worldwide and is increasing in prevalence (Mathers and Loncar, 2006, Stokes and Preston, 2017). Diabetes is principally caused by the death or dysfunction of insulin-producing β cells found within the islets of Langerhans in the pancreas, resulting in improper insulin secretion and failure of patients to maintain normal glycemia, which in severe cases can cause ketoacidosis and death. Patients are often reliant on insulin injections but can still suffer from long-term complications, including retinopathy, neuropathy, nephropathy, and cardiovascular disease (Nathan, 1993). An alternative treatment is replacement of the endogenous β cells by transplantation of pancreatic islets (Bellin et al., 2012, Hering et al., 2016, Lacy and Kostianovsky, 1967, Scharp et al., 1990, Shapiro et al., 2000). While this therapy has had clinical success, limited availability of cadaveric donor islets largely hampers its widespread application (Bonner-Weir and Weir, 2005).Differentiation of human pluripotent stem cells (hPSCs) into stem cell-derived β cells (SC-β cells) is a promising alternative cell source for diabetes cell replacement therapy as well as other applications, such as modeling disease and studying pancreatic development (Millman and Pagliuca, 2017). Through modulation of pathways identified from embryonic development, studies with hPSCs have detailed protocols for generating cells that resemble early endoderm and pancreatic progenitors (D'Amour et al., 2006, D'Amour et al., 2005, Kroon et al., 2008,
Nostro et al., 2015, Rezania et al., 2012), the latter of which can be transplanted into rodents and spontaneously differentiated into β-like cells after several months (Bruin et al., 2015, Kroon et al., 2008
, , ).We ( ) and others ( ) published similar approaches for generating SC-β cells in vitro that in part use the compound Alk5 inhibitor type II (Alk5i) to inhibit transforming growth factor β (TGF-β) signaling during the last stages of differentiation. These approaches produced SC-β cells capable of undergoing glucose-stimulated insulin secretion (GSIS) in static incubations, expressing β cell markers, and controling blood sugar in diabetic mice after several weeks. However, even with this significant breakthrough, these cells had inferior function compared with human islets, including lower insulin secretion and little to no first- and second-phase insulin release in response to a high glucose challenge, demonstrating that these SC-β cells were less mature than β cells from islets. Several follow-up studies have been performed introducing additional differentiation factors or optimizing the process but have failed to bring SC-β cell function equivalent to human islets (Ghazizadeh et al., 2017, Millman et al., 2016, Russ et al., 2015, Zhu et al., 2016).Here we report a six-stage differentiation strategy that generates almost pure populations of endocrine cells containing β-like cells that secrete high levels of insulin and express β cell markers. This is achieved by modulating Alk5i exposure to inhibit and permit TGF-β signaling during key stages in combination with cellular cluster resizing and enriched serum-free media (ESFM) culture. These cells are glucose responsive, exhibiting first- and second-phase insulin release, and respond to multiple secretagogues. Transplanted cells greatly improve glucose tolerance in mice. We identify that inhibiting TGF-β signaling during stage 6 greatly reduces the function of these differentiated cells while treatment with Alk5i during stage 5 is necessary for a robust β-like cell phenotype.
Results
Differentiation to Glucose-Responsive SC-β Cells In Vitro
We set out to develop an improved differentiation protocol starting from the approach we described inPagliuca et al. (2014) using the HUES8 cell line. We included Y27632 during stages 3 to 4 and activin A during stage 4 as we reported previously (Millman et al., 2016) to help maintain cluster integrity and shortened stage 3 from 2 days to only 1 day to enhance progenitors (Nostro et al., 2015). We also developed an ESFM for stage 6 to replace the serum-containing media used previously to have a serum-free protocol. During our protocol pilot studies, we observed that both resizing clusters and removal of Alk5i and T3 increased insulin secretion while maintaining the C-peptide+ population (Figures S1A and S1B).Combining these modifications resulted in our six-stage differentiation protocol outlined in Figure 1A. Stage 6 cells are grown as clusters in suspension culture (Figure 1B) that averaged 172 ± 34 μm (mean ± SD; n = 353 individual clusters) in diameter, less than half the diameter of the clusters before resizing, which was 364 ± 55 μm (n = 155 individual clusters). Stage 6 clusters stained red for the zinc-chelating dye dithizone, which stains β cells. Immunostaining of sectioned clusters revealed most cells to be C-peptide+, a protein also produced by the INS gene, in addition to PDX1+ and NKX6-1+, β cell markers (Figure 1C). A subset of cells stained positive for GCG or were polyhormonal, staining positive for both C-peptide and GCG. These polyhormonal cells are known to not to resemble adult β cells and are not functional (D'Amour et al., 2006, Hrvatin et al., 2014).

Figure 1SC-β Cell Clusters undergo GSIS
and not seen with stage 6 cells produced with the Pagliuca protocol. However, when compared with human islets containing β cells, these stage 6 cells still have lower insulin secretion per cell at high glucose, lower glucose stimulation on average, and slightly slower first-phase insulin release.To further characterize stage 6 cells generated with our differentiation protocol, we immunostained cells with a panel of pancreatic islet markers (Figures 2A–2C and S2). The vast majority of cells expressed CHGA (96% ± 1%), a pan-endocrine marker, and most cells expressed C-peptide (73% ± 3%) (Figure 2). These fractions are higher than in stage 6 cells generated with the Pagliuca protocol (Figure S2) and reported in Pagliuca et al. (2014). Many C-peptide+ cells from both protocols expressed other markers found in β cells and expression of the other pancreatic hormones was observed (Figures 2 and S2). The majority of C-peptide+ cells expressed NKX6-1 (Figure 2) and were monohormonal, which we presumed to be the SC-β cell population as done previously (Pagliuca et al., 2014). The fraction of C-peptide+ cells not expressing another hormone was increased compared with stage 6 cells generated with the Pagliuca protocol and reported in Pagliuca et al. (2014)
, while the fraction of these cells expressing another hormone was comparable (Figures 2 and S2). These data show that stage 6 cells generated with our differentiation strategy are predominantly pancreatic endocrine with the majority expressing C-peptide.

Figure 2SC-β Cells Express β Cell and Islet Markers
Hide caption(A) Immunostaining of dispersed stage 6 clusters plated overnight and stained for chromogranin A (CHGA), GCG, somatostatin (SST), NEUROD1, NKX6-1, PDX1, PAX6, C-peptide (CP), or with DAPI. Scale bar, 100 μm.
(B) Representative flow cytometric dot plots of dispersed stage 6 clusters immunostained for the indicated markers.
(C) Box-and-whiskers plots quantifying fraction of cells expressing the indicated markers. Each point is an independent experiment.
(D) Real-time PCR analysis of stage 6 cells generated with the protocol from this study (n = 8), stage 6 cells generated with the Pagliuca protocol (n = 5), and cadaveric human islets (n = 7). n.s., not significant, ∗p < 0.05, ∗∗p < 0.01, ∗∗∗p < 0.001, ∗∗∗∗p < 0.0001 by one-way ANOVA Dunnett multiple comparison test compared with this study. All stage 6 data shown are with HUES8.
Data are shown as means ± SEM.
Xin et al., 2016) and is also expressed by human α cells (Baron et al., 2016, Tritschler et al., 2017). These data show that our stage 6 cells have improved gene expression for many markers compared with the Pagliuca protocol and, while the expression of several β cell markers are equal to or great than human islets, other markers remain low.
Transplantation of SC-β Cells into Glucose-Intolerant Mice
To evaluate the functional potential of stage 6 cells in vivo, we first transplanted cells under the renal capsule of non-diabetic mice and evaluated the ability of the graft to respond to a glucose challenge (Figure 3A). We observed that, even after extended time post-transplantation (6 months), the grafts responded to a glucose injection by increasing human insulin by a factor of 1.9 ± 0.5. Excision and immunostaining of the transplanted kidneys revealed C-peptide+ cells that tended to be clustered together in addition to other pancreatic endocrine and exocrine markers (Figures 3B and S4A). To more rigorously evaluate stage 6 cells in vivo, we transplanted a separate mouse cohort that had been chemically induced to be diabetic with streptozotocin (STZ) and evaluated function at early (10 and 16 day) and late (10 week) time points. After only 10 days post-transplantation, STZ-treated mice receiving stage 6 cells had greatly improved glucose tolerance compared with STZ-treated sham mice and had similar glucose clearance as the non-STZ-treated mice (Figures 3C and 3D). Measurements of human insulin 16 days after transplantation revealed high insulin concentrations that increased by a factor of 2.3 ± 0.6 with a glucose injection to 16.6 ± 3.1 μIU/mL (Figure 3E). These values are greater than what was reported in Pagliuca et al. (2014)under similar conditions, which had an insulin increase of 1.4 ± 0.3 and concentration of 3.8 ± 0.8 μIU/mL. Observing our cohort 10 weeks after transplantation revealed similar results as the 10- and 16-day data, with transplanted mice having greatly improved glucose tolerance (Figures 3F and 3G) and glucose-responsive insulin secretion (Figure 3H). Mice not receiving STZ had similar glucose tolerance as mice receiving a therapeutic dose of human islets (Pagliuca et al., 2014). Mice that did not receive stage 6 cells had undetectable human insulin and mice that received STZ had drastically reduced mouse C-peptide compared with non-STZ-treated mice (Figures S4B and S4C). Grafts from these STZ-treated mice contained cells that expressed β cell markers in addition to other endocrine and exocrine markers (Figure S4D). Overall these data demonstrate that stage 6 cells generated with our protocol are functional both at early and late time points in vivo, greatly improving glucose tolerance to equal that of non-STZ-treated mice.

Figure 3SC-β Cells Greatly Improve Glucose Tolerance and Have Persistent Function for Months after Transplantation
Hide caption(A) Serum human insulin of a non-STZ-treated mouse cohort (n = 3) 6 months after transplantation fasted overnight 0 and 60 min after an injection of 2 g/kg glucose. ∗∗p < 0.01 by one-sided paired t test.
(B) Immunostaining of sectioned explanted kidneys of non-STZ-treated mice 6 months after transplantation for C-peptide, PDX1, or with DAPI. The white dashed line is manually drawn to show the border between kidney and graft (∗). Scale bars, 50 μm.
(C) Glucose tolerance test (GTT) 10days after surgery for STZ-treated mice cohort without a transplant (STZ, No Txp; n = 6), untreated mice without a transplant (No STZ, No Txp; n = 5), and STZ-treated mice with a transplant (STZ, Txp; n = 6). ∗p < 0.05, ∗∗p < 0.01, ∗∗∗p < 0.001, ∗∗∗∗p < 0.0001 by two-way ANOVA Tukey multiple comparison.
(D) Area under the curve (AUC) calculations for data shown in (C). ∗∗p < 0.01 by one-way ANOVA Tukey multiple comparison test.
(E) Serum human insulin of STZ, Txp mice (n = 5) fasted overnight 0 and 60 min after an injection of 2 g/kg glucose. ∗∗p < 0.01 by one-sided paired t test.
(F) GTT 10 weeks after surgery for STZ, No Txp mice (n = 6), No STZ, No Txp mice (n = 4), and STZ, Txp mice (n = 5). ∗∗p < 0.01, ∗∗∗p < 0.001, ∗∗∗∗p < 0.0001 by two-way ANOVA Tukey multiple comparison test.
(G) AUC calculations for data shown in (D). ∗∗∗p < 0.001 by one-way ANOVA Tukey multiple comparison test.
(H) Serum human insulin of STZ, Txp mice (n = 5) fasted overnight 0 and 60 min after an injection of 2 g/kg glucose. ∗∗p < 0.01 by one-sided paired t test. All data shown are with HUES8. (A and B) are severe combined immunodeficiency (SCID)/Beige and (C–H) are non-obese diabetic/SCID mice.
Data are shown as means ± SEM.
Characterization of SC-β Cell Dynamic Function
Since the differentiation protocol produces cells that are capable of dynamic insulin secretion, we studied this phenotype in more detail. We performed dynamic GSIS on cells as they progressed through stage 6 (Figure 4A). We observed that robust dynamic function was transient, with cells at 5 days secreting low amounts of insulin and exhibiting weak first- and second-phase response, with later time points (9–26 days) secreting higher amounts of insulin with a clear first- and second-phase response. During this time, the fraction of C-peptide+ cells decreased slightly (Figure S5A). By 35 days, insulin secretion at low glucose had risen such that first and second phases were difficult to clearly identify. These data show that SC-β cells require 9 days in stage 6 to acquire dynamic function, this function persists for weeks, but after extended in vitro culture glucose responsiveness is lost. Similarly, cadaveric human islets are known to have a limited functional lifetime in vitro, but the cause of this is not clear. These data further suggest an optimal time frame for these cells to be used in transplantation and drug-screening studies.
Figure 4SC-β Cells have Transient Dynamic Function In Vitro, Respond to Multiple Stimuli, and Sustain Second-Phase Insulin Secretion at High Glucose
Role of TGF-β Signaling in SC-β Cell Differentiation and Maturation
After having evaluated SC-β cells generated with our protocol, we investigated the protocol changes that were made to gain insights into SC-β cell differentiation and maturation. We found that, while inclusion of Alk5i during stage 6 resulted in relatively weak but statistically significant GSIS in a static assay, similar to data from the Pagliuca protocol (Figure 1D), omission of Alk5i drastically increased insulin secretion and glucose stimulation (Figures 5A and S6A). Insulin content also increased with removal of Alk5i during stage 6 (Figure 5B), but the proinsulin/insulin ratio remained similar (Figure 5C), suggesting that the increased insulin content is not due to hormone processing. Furthermore, the fraction of cells expressing pancreatic endocrine markers, including C-peptide, remained similar between DMSO- and Alk5i-treated cells (Figures 5D, 5E, and S6B). Gene expression was similar overall with and without Alk5i treatment, with cluster resizing typically having a larger effect (Figure S6C). Cells treated with Alk5i during stage 6 also had dramatically reduced insulin secretion with the dynamic GSIS assay, displaying weak to no first- and second-phase response (Figure 5F), similar to cells generated with the Pagliuca protocol (Figure 1F). These data show that Alk5i treatment during stage 6 inhibits functional maturation of SC-β cells.
Figure 5Alk5i Reduces SC-β Cell GSIS
Hide caption(A) Box-and-whiskers plot of human insulin secretion of stage 6 cells in static GSIS assay treated with DMSO or Alk5i (n = 9). ∗∗∗p < 0.001, ∗∗∗∗p < 0.0001 by two-way paired t test; ####p < 0.0001 by two-way unpaired t test.
(B) Cellular insulin content of stage 6 cells treated with DMSO or Alk5i (n = 18). ∗∗∗∗p < 0.0001 by two-way unpaired t test.
(C) Cellular proinsulin/insulin content ratio of stage 6 cells treated with DMSO or Alk5i (n = 17). n.s., not significant by two-way unpaired t test.
(D and E) Representative flow cytometric dot plots of dispersed stage 6 clusters immunostained for CHGA and PDX1 (D) or C-peptide and NKX6-1 (E).
(F) Dynamic human insulin secretion of stage 6 cells treated with DMSO or Alk5i in a perfusion GSIS assay. Cells are perfused with low glucose (2 mM) except where high glucose (20 mM) is indicated (n = 12). All data shown are with HUES8.
Data are shown as means ± SEM.

Figure 6Blocking TGF-β Signaling during Stage 6 Hampers GSIS
Hide caption(A) Western blot of stage 6 cells cultured with DMSO or Alk5i stained for phosphorylated SMAD 2/3 (pSMAD2/3), total SMAD 2/3 (tSMAD2/3), and actin. Data shown are from HUES8.
(B) Real-time PCR of stage 6 cells transduced with lentiviruses containing GFP (control) or one of two sequences against TGFBR1 (TGFBR1 no. 1 and no. 2) (n = 3) shRNA. ∗∗∗∗p < 0.0001 by one-way ANOVA Dunnett multiple comparison test compared with GFP.
(C) Western blot of stage 6 cells transduced with lentiviruses containing GFP or TGFBR1 no. 1 shRNA. Data shown are from 1013-4FA.
(D) Human insulin secretion of stage 6 cells in static GSIS assay transduced with lentiviruses containing GFP, TGFBR1 no. 1 or no. 2 shRNA (n = 3). ∗∗p < 0.01 by paired two-way t test. ##p < 0.01 by one-way ANOVA Dunnett multiple comparison test compared with GFP. Data shown are from HUES8.
(E) Dynamic human insulin secretion of stage 6 cells transduced with lentiviruses containing GFP or TGFBR1 no. 1 shRNA in a perfusion GSIS assay. Cells are perfused with low glucose (2 mM) except where high glucose (20 mM) is indicated (n = 4). Data shown are from HUES8.
Data are shown as means ± SEM.
, Rezania et al., 2014, Russ et al., 2015, Zhu et al., 2016). These experiments were performed as outlined in Figure 1A in the presence or absence of Alk5i. We observed that the fraction of cells differentiated to endocrine cells (CHGA+) was unchanged but the fraction of cells differentiated to a C-peptide+ phenotype was decreased by omitting Alk5i (Figures 7A–7C). Similarly, the fraction of cells co-expressing C-peptide and NKX6-1, an important transcription factor for specifying β cells (Rezania et al., 2013, Rieck et al., 2012), was decreased by omitting Alk5i. INS and GCG gene expression decreased with Alk5i omission, but surprisingly SST expression was slightly increased (Figure 7D). Expression of NKX6-1 and PDX1 were reduced without Alk5i (Figure 7E), while expression of several pancreatic endocrine markers were either unchanged or only slightly changed (Figure 7F). To further test the importance of Alk5i during stage 5, cells treated with or without Alk5i during stage 5 were further cultured for 7 days in stage 6 without Alk5i nor cluster resizing, and insulin secretion was substantially higher in cells treated with Alk5i during stage 5 (Figure 7G). Taken together, these data show that Alk5i treatment during stage 5 positively influences specification to β-like cell fate, not necessary to specify endocrine cells, and is necessary for high insulin secretion of resulting SC-β cells. In addition, these observations illustrate the importance of stage-specific treatment of the TGF-β signaling-inhibitor Alk5i to both generate and functionally mature SC-β cells.

Figure 7Alk5i Treatment during Stage 5 Is Important for Generation of Insulin-Producing Cells
Hide caption(A and B) Representative flow cytometric dot plots of dispersed stage 5 clusters immunostained for CHGA and NKX6-1 (A) or C-peptide and NKX6-1 (B).
(C) Fraction of cells expressing the indicated markers (n = 4 except CHGA, which was n = 3). ∗p < 0.05, ∗∗p < 0.01 or n.s., not significant by unpaired two-way t test.
(D–F) Real-time PCR measuring relative gene expression of stage 5 cells cultured with DMSO or Alk5i for pancreatic hormones (D), β cell markers (E), or endocrine markers (F) (n = 6). ∗p < 0.05, ∗∗p < 0.01, ∗∗∗∗p < 0.0001, or n.s., not significant by unpaired two-way t test.
(G) Human insulin secretion at 20 mM glucose of cells cultured in stage 5 in either DMSO or Alk5i plus an additional 7days in stage 6 without Alk5i and without cluster resizing (n = 3). ∗∗p < 0.01 by unpaired two-way t test. All data shown are from HUES8.
Data are shown as means ± SEM.
Discussion
Here we demonstrate that enhanced functional maturation of SC-β cells is achieved with our six-stage differentiation strategy. These cells secrete a large amount of insulin and are glucose responsive, displaying both first- and second-phase insulin release. This differentiation procedure generates almost pure endocrine cell populations without selection or sorting, and most cells express C-peptide and other β cell markers. Upon transplantation into STZ-treated mice, glucose tolerance is rapidly restored and function persists for months. These SC-β cells respond to multiple secretagogues in a perifusion assay. We found modulating TGF-β signaling to be crucial for success, with inhibition during stage 5 increasing SC-β cell differentiation but inhibition during stage 6 reducing function and insulin content. Permitting TGF-β signaling during stage 6 was necessary for robust dynamic function.
Even though the protocols reported previously by us (Pagliuca et al., 2014) and others (Rezania et al., 2014) both generated β-like cells with much greater function and better marker expression than prior reports (Hrvatin et al., 2014), robust first- and second-phase insulin release in response to glucose stimulation was not observed. Both protocols inhibited TGF-β signaling during the final stage of differentiation, and many subsequent reports also include inhibitors of TGF-β signaling without demonstrating proper dynamic function (Ghazizadeh et al., 2017, Millman et al., 2016, Song and Millman, 2016, Sui et al., 2018, Vegas et al., 2016, Zeng et al., 2016, Zhu et al., 2016). However, a major observation of the current study is that correct modulation of TGF-β signaling during key cell transition and maturation steps is critical for successful differentiation to functional SC-β cells, with permitting TGF-β signaling being required for improved functional maturation during stage 6.SC-β cells in this report were able to control glucose in STZ-treated mice rapidly within 10 days. Prior reports with in-vitro-differentiated β-like cells without demonstrated robust dynamic function have successfully controlled blood sugar with a glucose tolerance test or demonstrated glucose-responsive serum human insulin/C-peptide in mice after several weeks or months (Millman et al., 2016, Pagliuca et al., 2014, Rezania et al., 2014, Vegas et al., 2016, Zhu et al., 2016), but our SC-β cells had higher measured human insulin levels compared with Pagliuca et al. (2014)with equal cell numbers transplanted. Vegas et al. (2016)
did demonstrate reduced blood glucose within a week but did not test glucose tolerance or measure human insulin until much later. Currently, a key limitation in diabetes cell replacement therapy is the need for sustainable source of functional β cells (Weir et al., 2011), and improving the quality of SC-β cells to be transplanted helps overcome this challenge (Tomei et al., 2015). Transplantation of immature pancreatic progenitor cells are an alternative cell type that has shown promise in rodents, where some cells undergo in vivo maturation to β-like cells after several months (Bruin et al., 2015, Kroon et al., 2008, Millman et al., 2016, Rezania et al., 2012). However, the mechanism is unknown, and how successful the process would be in humans is not clear, especially since the efficiency between rats and mice is very different (Bruin et al., 2015). Our process for making SC-β cells is scalable, with the cells grown and differentiated as clusters in suspension culture. The use of clusters in suspension culture allows flexibility for many applications, such as large animal transplantation studies or therapy (order 109 cells) (McCall and Shapiro, 2012, Shapiro et al., 2006) or studying patient cells and disease pathology (<108 cells) (Kudva et al., 2012
, Maehr et al., 2009, Millman et al., 2016, Shang et al., 2014, Simsek et al., 2016, Teo et al., 2013).Our strategy enhances the utility of in-vitro-differentiated SC-β cells for drug screening due to their improved kinetics. Proper dynamic insulin release is an important feature of β cell metabolism that is commonly lost in diabetes (Caumo and Luzi, 2004, Del Prato and Tiengo, 2001, Seino et al., 2011, Zhang et al., 2001). We have established a renewable resource of SC-β cells with dynamic insulin release that can be used to better study the mechanism of β cell failure in diabetes and demonstrated their response to several secretagogues.The culmination of numerous modifications to the protocol produced SC-β cells exhibiting dynamic glucose response. In addition to modulating TGF-β signaling, other notable changes included the removal of serum, reducing cluster size, and the lack of several additional factors (T3, N-acetyl cysteine, Trolox, H1152, and R428) used in other reports during the last stage. We hope that these insights provide the basis for further innovations for differentiating SC-β cells and improving function, especially as a recent report indicates there may be multiple pathways to β cells (Petersen et al., 2017). While we demonstrate reproducibility of the protocol across multiple cell lines, marker expression and function were greatest in the HUES8 cell line. As this protocol was initially developed for this line, we suspect additional optimization to be beneficial when applying this protocol to additional lines.Even with these functional improvements over previously published SC-β cells, islets averaged higher insulin secretion and glucose stimulation, particularly second-phase release. These differences are more pronounced when comparing the best human islets in this dataset, which secreted 21 μIU/103 cells and had stimulated insulin increase of 11, to the best stage 6 cells, which secreted 9 μIU/103 cells and had a stimulated increase of 5, in static assays. Our stage 6 cells had reduced average insulin secretion at low glucose in static assays, but elevated insulin secretion at low glucose in perifusion assays compared with islets on average, perhaps due to paracrine differences. Comparisons with islets were complicated due to donor-to-donor variation, which has been observed previously (
Kayton et al., 2015, Lyon et al., 2016, Pagliuca et al., 2014). We do note that islets in our study were typically more functional than in other studies (Ghazizadeh et al., 2017, Pagliuca et al., 2014, Rezania et al., 2014, Russ et al., 2015, Sui et al., 2018), which we believe is important to rigorously benchmark SC-β cells. In addition, some islet genes remain underexpressed in our cells. Furthermore, while the data we generated with the Pagliuca protocol were within the range of data presented in the 2014 report, we acknowledge that the static GSIS values were lower on average, likely due in part to technical differences in how the assays were performed. Another potential contributor is batch-to-batch variability, as stated in the 2014 report, which could be caused by the use of different lots of serum during stage 6 and was eliminated in our protocol. Even with these difficulties and insights, we acknowledge that even further maturation of SC-β cells is possible, building on this report and the original 2014 breakthroughs.This study provides insights into the role of TGF-β signaling in functional maturation. Prior reports are unclear on this topic, with some showing TGF-β inhibition to benefit (Lin et al., 2009) and others to harm (Totsuka et al., 1989) secretion. Inhibition has been shown to promote replication (Dhawan et al., 2016), protect against stress-induced loss of phenotype (Blum et al., 2014, Millman et al., 2016), and reduce apoptosis in a GLIS3 knockout model (Amin et al., 2018). Interestingly, we also observed that removal of Alk5i during stage 5 does not affect the overall percentage of cells expressing CHGA, but influences the expression of INS, GCG, and SST, suggesting a role in TGF-β signaling in endocrine subtype specification. It is important to note that we did not identify the downstream effectors of TGF-β signaling responsible for the reported phenotypes, and further study is warranted.
Experimental Procedures
Culture of Undifferentiated Cells
Undifferentiated hPSC lines were cultured using mTeSR1 in 30-mL spinner flasks on a rotator stir plate spinning at 60 rpm in a humidified 5% CO2 37°C incubator. Cells were passaged every 3–4 days by single-cell dispersion.
Cell Line Differentiation
To initiate differentiation, undifferentiated cells were single-cell dispersed and seeded at 6 × 105 cells/mL in a 30-mL spinner flask. Cells were cultured for 72 hr in mTeSR1 and then cultured in the differentiation media for 6 stages outlined in the Supplemental Experimental Procedures, except where otherwise noted. Cells were resized the first day of stage 6 by incubating in Gentle Cell Dissociation Reagent and passing through a cell strainer. Assessment assays were performed between 10 and 16 days of stage 6 unless otherwise stated.
Static GSIS
Clusters were incubated at 2 mM glucose for a 1 hr equilibration in a transwell. The transwell was then drained and transferred into a new 2 mM glucose well, incubated 1 hr (first challenge), then transferred into a solution of 2, 5.6, 11.1, or 20 mM glucose (second challenge), incubated 1 hr, and then normalized by cell count and insulin quantified with ELISA.
Dynamic GSIS
A perifusion system was assembled as reported previously (Bentsi-Barnes et al., 2011). Stage 6 clusters and islets were assayed with effluent collected at a 100-μL/min flow rate every 2–4 min, exposed to the indicated secretagogues, including glucose, Extendin-4, IBMX, tolbutamide, L-arginine, and KCl. After sample collection, DNA and insulin were quantified.Transplantation Studies
All animal work was performed in accordance to Washington University International Animal Care and Use Committee regulations. Mice were injected with ∼5 × 106 stage 6 cells under the kidney capsule (Pagliuca et al., 2014) and monitored up to 6 months by performing glucose tolerance tests and in vivo GSIS.Statistical Analysis
Statistical significance was calculated using GraphPad Prism using the indicated statistical test. Slope and error in slope was calculated with the LINEST function in Excel. Data shown as mean ± SEM unless otherwise noted or box-and-whiskers showing minimum to maximum point range, as indicated. n indicates the total number of independent experiments.
Author Contributions
L.V.C., J.S., and J.R.M. conceived of the experimental design. All authors contributed to the in vitro experiments. L.V.C., K.G.M., and J.R.M. performed all in vivo experiments. L.V.C. and J.R.M. wrote the manuscript. All authors edited and reviewed the manuscript.